{"id":"W2009210177","doi":"10.1109/cpre.2013.6822061","title":"Comprehensive testing of generator protection systems","year":2013,"lang":"en","type":"article","venue":"","topic":"Power Systems Fault Detection","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Power Generation","funders":"","keywords":"Troubleshooting; Certification; Generator (circuit theory); Reliability engineering; Computer science; Field (mathematics); Functional testing; Transient (computer programming); Engineering; Systems engineering; Operating system; Power (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003509744,0.00007906802,0.0001197866,0.00006559079,0.00002086462,0.00002344416,0.00004204757,0.00005363083,0.0000196518],"category_scores_gemma":[0.00001698678,0.00007251746,0.00001808453,0.000175656,0.00000773977,0.0001305629,0.000007610244,0.00006014566,0.0001463907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004492539,"about_ca_system_score_gemma":0.000004299676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001026759,"about_ca_topic_score_gemma":0.00000364176,"domain_scores_codex":[0.9994937,0.00001937551,0.0002082015,0.0000777015,0.00009109932,0.0001099453],"domain_scores_gemma":[0.9996421,0.00001982624,0.00003321508,0.0001266039,0.0001457302,0.0000325019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[5.45134e-7,0.000004525023,0.000318182,0.0003295098,0.00002577388,2.686117e-7,0.0000495684,0.01457799,0.976371,0.00002916924,0.0009028672,0.007390534],"study_design_scores_gemma":[0.00015275,0.00005349898,0.002549814,0.00006694067,0.000004686945,0.00003714722,0.0001791107,0.8371917,0.1513306,0.000009954085,0.008268392,0.0001554651],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9111188,0.0002062661,0.0799529,0.000003215808,0.001297825,0.0006973118,0.000001333174,0.0006398916,0.006082478],"genre_scores_gemma":[0.9987374,6.738309e-7,0.0008366687,0.000001983315,0.0001072587,0.0001430637,4.6551e-7,0.00001858041,0.0001539391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8250405,"threshold_uncertainty_score":0.2957176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02654584613663384,"score_gpt":0.2015932147403304,"score_spread":0.1750473686036966,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}